AINeutralarXiv – CS AI · 7h ago6/10
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Evaluating the Performance of Deep Learning Models in Whole-body Dynamic 3D Posture Prediction During Load-reaching Activities
Researchers developed deep learning models using BLSTM and transformer architectures to predict full-body human posture during dynamic load-reaching tasks. A novel cost function enforcing constant body segment lengths improved prediction accuracy by 8-21%, with transformer models achieving 58% better long-term performance than LSTM alternatives.